Industrial AI for SMEs
Start using AI without building an AI department
Turn one costly recurring task into a bounded project without building an AI department. NeoBram works with the people who know your operation to compare a reusable product, a custom workflow and a simpler process change. Start with a result your team can check and a spending decision you control.
Scope the first decision
A practical first step
- Start with
- One recurring expense or bottleneck with a business owner who can set the spending limit and accept the result.
- Possible scoped outputs
- A first stage can produce a scoped workflow, evaluated examples and a proposed handover, with implementation and operating costs separated.
- Your team brings
- Your process expert, representative permitted records, current software constraints and realistic time for the team to review examples.
- Next decision
- Continue, revise or stop against the agreed quality check and spending boundary. Wider integration and ongoing support need explicit scope.
Opens the AI strategy-session booking page; choose a duration there. Bring one recurring task, its frequency and a spending boundary.
Choose a recurring cost your team recognises
Choose a task with a visible consequence: repeated quotation correction, slow service-record preparation or inspection rework. Identify where the effort or expense appears today and who can accept an improved result.
Your people explain and review the work; NeoBram supplies the agreed engineering. Name the decision-maker, reviewer and operating owner, even when one person holds several roles.
Use the records and judgement you have
Start with ordinary working records and accepted examples. Include missing information, look-alike equipment and exceptions that experienced staff recognise. Agree permitted uses before sharing records.
Keep the first scope to a defined workflow, source collection and user group. The system needs a clear route to a person when evidence is incomplete.
A reported quotation workflow
NeoBram’s company-reported quotation account describes guided selection and price information with human approval for non-standard pricing. Its public evidence does not establish a quantified error reduction.
Make the receiving team’s check easier
For a service summary, check that records belong to the right asset, that missing visits are visible and that unresolved faults stay unresolved. The receiving service lead should be able to inspect references and reject the draft.
A scoped handover can include reviewed examples, user guidance, source-maintenance instructions and an exception route. Technical recommendations and customer commitments still need authorised approval.
One service-summary workflow
Synthetic scope for a small equipment-service business. This filled example illustrates choices to make; it is not a quotation or a standard package.
- Included in the example
Prepare a referenced draft from one approved maintenance-record collection.
The service lead checks asset identity and missing visits. Hold an ambiguous asset or incomplete history for clarification; do not issue an apparently complete summary.
- The team supplies
A source owner, permitted sample records and examples of summaries the service lead accepts.
Agree reviewer availability and who maintains the collection.
- Outside this stage
Automatic technical recommendations, customer commitments and unapproved system integrations.
Do not assume these are included in a later stage.
- Acceptance and cost gate
Compare source checking, corrections and total handling effort with the current workflow.
Approve a spending limit, quality threshold and full cost outline before starting. No savings or price is assumed here.
Decision checkpoint
Next decision: the business owner reviews the evidence with the service lead, then funds further work, narrows the task or stops.
Illustrative scope only. Actual deliverables, licences, support, responsibilities and commercial terms are agreed for your project.
Fit the project to your operation
Assess existing software, data and infrastructure before choosing offline, on-premises or approved-cloud deployment. Hardware, interfaces and permissions are scope decisions, not assumed compatibility.
Technical administration needs a qualified owner. Agree operation, updates, support access and continuing costs with your team or appointed operator before rollout.
Set the next spending decision
Set a spending limit and a decision at each stage. Agree output, customer input, review time, acceptance, fee, schedule and exclusions before paid work. Separate the evaluation from routine use.
Include setup and source preparation, then infrastructure, licences, record maintenance, review and support. Continue, narrow or stop according to the tested result and full commitment.
Confirm the cost that actually changes
Check savings against an expense in your records, such as paid preparation or avoidable rework. Include any new correction or support cost. A faster draft alone does not show cash saved.
If the original expense remains, describe the benefit as released capacity or shorter turnaround where supported. Review quality and cost together with the budget owner.
More clarity
Questions and answers
Our data is untidy. Can we still start?
Yes. A representative sample and an honest account of the gaps are useful. The first step may be cleaning records, capturing better examples or choosing a different workflow.
Will our staff need to learn programming?
People reviewing and using the system may need practical training, but they do not all need coding skills. We define training around their actual responsibilities.
How do we know the project is affordable?
Scope the workflow, dependencies and acceptance test first. The proposal should separate implementation, infrastructure, licences and continuing operation so you can judge the full commitment.
How long does a first industrial AI pilot take?
The schedule depends on the workflow, usable records, approved access, required integration and the time your reviewers can provide. Agree milestones for data review, evaluation and user testing before work starts. A timeline reported for another project is not a delivery estimate for yours.
Who should own the project if we do not have an IT department?
A business owner should be able to decide priorities and accept the workflow. Technical administration still needs a qualified named owner, whether internal or contracted, with responsibilities and availability agreed before rollout.
Can we expand to other tasks after the first project?
Yes, subject to a fresh check of data, permissions, users and acceptance requirements. Reuse the parts that fit, but test each new task rather than assuming the first result transfers automatically.
Start with one business problem